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Model-based tracking: Temporal conditional random fields

Published • Sep 1, 2010
NobleIDNI1P86W91R52S88
Authors:
Mohammad Javad Shafiee
,
Zohreh Azimifar
,
Paul Fieguth

Abstract

We present Temporal Conditional Random Fields, a probabilistic framework for modeling object motion. The state-of-the-art discriminative approach for tracking is known as dynamic conditional random fields. This method models an event based on spatial and temporal relation between pixels in an image ...

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